Fifty thousand frames to sort,
and without a tool that means one at a time.
So I wrote one.
Johnny Hu
Fifty thousand frames to sort,
and without a tool that means one at a time.
So I wrote one.
A model that produces a result
is not a model a hospital can use.
So I built it through to deployment.
Content, assets, pipeline —
one line, run by one person.
London, 2026
Kaohsiung Medical University, then an MSc at King's College London.
Research on multimodal building-energy prediction;
before that, a pre-diagnosis system for prosthetic joint infection.
Not just a model —
front end, back end and deployment, handed over as a working system.
Alongside that, study-abroad marketing:
content, design and automation, all in-house.
Photography has been constant throughout.
The focus now is the Japan line.
From content production to visuals,
one person can run it end to end.
Johnny Hu All photographs my own © 2026